The Role of the Electronic Medical Record in the Assessment of Health Related Quality of Life

We applied a hybrid Natural Language Processing (NLP) and machine learning (ML) approach (NLP-ML) to assessment of health related quality of life (HRQOL). The approach uses text patterns extracted from HRQOL inventories and electronic medical records (EMR) as predictive features for training ML clas...

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Main Authors: Pakhomov, Serguei V.S., Shah, Nilay D., Van Houten, Holly K., Hanson, Penny L., Smith, Steven A.
格式: Artigo
語言:Inglês
出版: American Medical Informatics Association 2011
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在線閱讀:https://ncbi.nlm.nih.gov/pmc/articles/PMC3243229/
https://ncbi.nlm.nih.gov/pubmed/22195169
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